ML Notes (English)

Machine learning and deep learning research notes (English edition)

Author

Machine Learning

AI Agent

Search, experience reuse, and evaluation in agents that conduct machine learning experiments

LLM

AI Agent

Comparing ways to improve the systems around models through search, learning, and evaluation

Deep Learning

Reasoning

A survey of small networks that reason by test-time recursion

LLM

Reasoning

Systematizing the signals and methods that make LLM reasoning reliable

LLM

Generative Model

Systematic survey of Diffusion Language Model literature (formulation through applications)

Deep Learning

Generative Model

The frontier of single-step generative models (from Flow Matching to Drifting Models)

VLM

A fully open Vision-Language Model with video grounding capabilities

LLM

Reasoning

Fully open language and reasoning models at 7B/32B scale (full Model Flow released)